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She ignores disability accommodations regularly also. \",\"course_id\":\"LIS 640\",\"date\":\"2023-11-28 17:45:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"14f1910f62dc40715997e012\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUyMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"},{\"comment\":\"Lectures and assignments were outdated, she framed her opinion as the only option, and assignments had very little instruction but received specific criticisms. \",\"course_id\":\"LIS 640\",\"date\":\"2026-05-07 21:42:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5794c8fcdb90e59c9832f7fb\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"}],\"evidence_count\":3,\"review_ids\":[\"4919bad184eb2860218c3608\",\"14f1910f62dc40715997e012\",\"5794c8fcdb90e59c9832f7fb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2202393\",\"name\":\"Dorothea Salo\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Students have polarized views on the instructor's teaching style; some find her engaging and generous, while others feel she imposes personal beliefs and provides insufficient instruction.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Dorothea was an awesome professor. The class was well balanced between coding and studying the computing industry. The topics we discussed were interesting and grading of homework (code assignments and papers) was generous. I would definitely take a class with her again.\",\"course_id\":\"LIS 640\",\"date\":\"2016-12-03 23:12:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4919bad184eb2860218c3608\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MzIzNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"},{\"comment\":\"Lectures and assignments were outdated, she framed her opinion as the only option, and assignments had very little instruction but received specific criticisms. \",\"course_id\":\"LIS 640\",\"date\":\"2026-05-07 21:42:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5794c8fcdb90e59c9832f7fb\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"}],\"evidence_count\":2,\"review_ids\":[\"4919bad184eb2860218c3608\",\"5794c8fcdb90e59c9832f7fb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2202393\",\"name\":\"Dorothea Salo\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Feedback on grading and assignments is divided, with some praising the generous grading and others criticizing the lack of instruction and specific criticisms.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dorothea was an awesome professor. The class was well balanced between coding and studying the computing industry. The topics we discussed were interesting and grading of homework (code assignments and papers) was generous. I would definitely take a class with her again.\",\"course_id\":\"LIS 640\",\"date\":\"2016-12-03 23:12:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4919bad184eb2860218c3608\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MzIzNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"},{\"comment\":\"LIS 601: Dorothea is very good about shoving her personal beliefs about the LIS world down your throat and will berate you for asking questions and requesting help. Her assigned readings and course materials only define her personal beliefs about LIS and she refuses to accept other viewpoints. She ignores disability accommodations regularly also. \",\"course_id\":\"LIS 640\",\"date\":\"2023-11-28 17:45:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"14f1910f62dc40715997e012\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUyMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"},{\"comment\":\"Lectures and assignments were outdated, she framed her opinion as the only option, and assignments had very little instruction but received specific criticisms. \",\"course_id\":\"LIS 640\",\"date\":\"2026-05-07 21:42:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5794c8fcdb90e59c9832f7fb\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"}],\"evidence_count\":3,\"review_ids\":[\"4919bad184eb2860218c3608\",\"14f1910f62dc40715997e012\",\"5794c8fcdb90e59c9832f7fb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2202393\",\"name\":\"Dorothea Salo\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The course experience varies significantly, with some students enjoying the balance of coding and industry topics, while others find the content outdated and the instructor's approach biased.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_512588be8251eba856ef447c","course_id":"LIS 640","catalog_version_id":"9c66f518219de2b6508d3fab6827d856e4ec04e1d09b19ef6a98cdacce721134","record_version_id":"53f4eed949c4ed37495f071064a792b0ec84705dc98d131e454158e3d9edfc5c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"523499a74785216b4bcccae165e6bc28dc11889e4e6040208d8c3d0563df20ee","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"dc1343215e3886c98a3910955c9eec8f0a93f9f67237201a3b5b99c4ddd18645\",\"course_id\":\"LIS 640\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d54772da1e1699f98c30f354\",\"message\":\"No course-specific reviews available\",\"name\":\"Bradley Bryant\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3165132\",\"summary\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":26,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":46,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":23,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":24,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.76 GPA, 100.0% A/AB (n=19 letter grades); Spring 2026: 3.54 GPA, 86.3% A/AB (n=51 letter grades).\"}]},{\"instructor_uid\":\"instructor_763f65ce6da666a7819650fa\",\"message\":\"No course-specific reviews available\",\"name\":\"Dane Leigh Gogoshin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3030795\",\"summary\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":14,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":15,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":12,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.84 GPA, 100.0% A/AB (n=16 letter grades); Spring 2026: 3.80 GPA, 80.0% A/AB (n=15 letter grades).\"}]},{\"instructor_uid\":\"instructor_e38b47dee39021c0e27d23ac\",\"message\":\"No course-specific reviews available\",\"name\":\"DeAnza Williams\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2806923\",\"summary\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=23 letter grades).\"}]},{\"instructor_uid\":\"instructor_8c5d6a259c23269f852fd726\",\"message\":\"No course-specific reviews available\",\"name\":\"Jacqueline Brixey\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_a089e10c794883dec0370d68\",\"message\":\"No course-specific reviews available\",\"name\":\"Rachel Erpelding\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":38,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.83 GPA, 91.7% A/AB (n=12 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.81 GPA, 91.9% A/AB (n=99 letter grades); Fall 2025: 3.65 GPA, 86.1% A/AB (n=108 letter grades); Spring 2026: 3.70 GPA, 88.4% A/AB (n=198 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":26,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":46,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":22,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":23,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":24,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"BRADLEY BRYANT is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":14,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":15,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":17,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":12,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":13,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DANE LEIGH GOGOSHIN is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"DEANZA WILLIAMS is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"LIS 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The class was well balanced between coding and studying the computing industry. The topics we discussed were interesting and grading of homework (code assignments and papers) was generous. I would definitely take a class with her again.\",\"course_id\":\"LIS 640\",\"date\":\"2016-12-03 23:12:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4919bad184eb2860218c3608\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MzIzNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"},{\"comment\":\"LIS 601: Dorothea is very good about shoving her personal beliefs about the LIS world down your throat and will berate you for asking questions and requesting help. Her assigned readings and course materials only define her personal beliefs about LIS and she refuses to accept other viewpoints. She ignores disability accommodations regularly also. \",\"course_id\":\"LIS 640\",\"date\":\"2023-11-28 17:45:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"14f1910f62dc40715997e012\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUyMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"},{\"comment\":\"Lectures and assignments were outdated, she framed her opinion as the only option, and assignments had very little instruction but received specific criticisms. \",\"course_id\":\"LIS 640\",\"date\":\"2026-05-07 21:42:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5794c8fcdb90e59c9832f7fb\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"}],\"evidence_count\":3,\"review_ids\":[\"4919bad184eb2860218c3608\",\"14f1910f62dc40715997e012\",\"5794c8fcdb90e59c9832f7fb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2202393\",\"name\":\"Dorothea Salo\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Students have polarized views on the instructor's teaching style; some find her engaging and generous, while others feel she imposes personal beliefs and provides insufficient instruction.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Dorothea was an awesome professor. The class was well balanced between coding and studying the computing industry. The topics we discussed were interesting and grading of homework (code assignments and papers) was generous. I would definitely take a class with her again.\",\"course_id\":\"LIS 640\",\"date\":\"2016-12-03 23:12:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4919bad184eb2860218c3608\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MzIzNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"},{\"comment\":\"Lectures and assignments were outdated, she framed her opinion as the only option, and assignments had very little instruction but received specific criticisms. \",\"course_id\":\"LIS 640\",\"date\":\"2026-05-07 21:42:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5794c8fcdb90e59c9832f7fb\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"}],\"evidence_count\":2,\"review_ids\":[\"4919bad184eb2860218c3608\",\"5794c8fcdb90e59c9832f7fb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2202393\",\"name\":\"Dorothea Salo\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Feedback on grading and assignments is divided, with some praising the generous grading and others criticizing the lack of instruction and specific criticisms.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dorothea was an awesome professor. 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She ignores disability accommodations regularly also. \",\"course_id\":\"LIS 640\",\"date\":\"2023-11-28 17:45:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"14f1910f62dc40715997e012\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUyMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"},{\"comment\":\"Lectures and assignments were outdated, she framed her opinion as the only option, and assignments had very little instruction but received specific criticisms. \",\"course_id\":\"LIS 640\",\"date\":\"2026-05-07 21:42:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5794c8fcdb90e59c9832f7fb\",\"instructor_id\":\"rmp:2202393\",\"instructor_name\":\"Dorothea Salo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\"}],\"evidence_count\":3,\"review_ids\":[\"4919bad184eb2860218c3608\",\"14f1910f62dc40715997e012\",\"5794c8fcdb90e59c9832f7fb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2202393\",\"name\":\"Dorothea Salo\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The course experience varies significantly, with some students enjoying the balance of coding and industry topics, while others find the content outdated and the instructor's approach biased.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_512588be8251eba856ef447c","course_id":"LIS 640","catalog_version_id":"9c66f518219de2b6508d3fab6827d856e4ec04e1d09b19ef6a98cdacce721134","record_version_id":"53f4eed949c4ed37495f071064a792b0ec84705dc98d131e454158e3d9edfc5c","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c50b03d8332288e50c3aa41ad46041253ebcf761ef19bbbb336b4e59a42f53b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"dc1343215e3886c98a3910955c9eec8f0a93f9f67237201a3b5b99c4ddd18645\",\"course_id\":\"LIS 640\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d54772da1e1699f98c30f354\",\"message\":\"No course-specific reviews available\",\"name\":\"Bradley Bryant\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3165132\",\"summary\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":26,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":46,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":23,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":24,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.76 GPA, 100.0% A/AB (n=19 letter grades); Spring 2026: 3.54 GPA, 86.3% A/AB (n=51 letter grades).\"}]},{\"instructor_uid\":\"instructor_763f65ce6da666a7819650fa\",\"message\":\"No course-specific reviews available\",\"name\":\"Dane Leigh Gogoshin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3030795\",\"summary\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":14,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":15,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":12,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.84 GPA, 100.0% A/AB (n=16 letter grades); Spring 2026: 3.80 GPA, 80.0% A/AB (n=15 letter grades).\"}]},{\"instructor_uid\":\"instructor_e38b47dee39021c0e27d23ac\",\"message\":\"No course-specific reviews available\",\"name\":\"DeAnza Williams\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2806923\",\"summary\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=23 letter grades).\"}]},{\"instructor_uid\":\"instructor_8c5d6a259c23269f852fd726\",\"message\":\"No course-specific reviews available\",\"name\":\"Jacqueline Brixey\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_a089e10c794883dec0370d68\",\"message\":\"No course-specific reviews available\",\"name\":\"Rachel Erpelding\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":38,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.83 GPA, 91.7% A/AB (n=12 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2016-12-03 23:12:36 +0000 UTC\",\"review_id\":\"4919bad184eb2860218c3608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTI3MzIzNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"},{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2023-11-28 17:45:01 +0000 UTC\",\"review_id\":\"14f1910f62dc40715997e012\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTM4NDUyMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"},{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2026-05-07 21:42:09 +0000 UTC\",\"review_id\":\"5794c8fcdb90e59c9832f7fb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"}],\"text\":\"Historical reviews of Dorothea Salo: Reviewers consistently rated the difficulty as low, though one noted that assignments lacked instruction despite receiving specific criticisms.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2016-12-03 23:12:36 +0000 UTC\",\"review_id\":\"4919bad184eb2860218c3608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTI3MzIzNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"},{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2023-11-28 17:45:01 +0000 UTC\",\"review_id\":\"14f1910f62dc40715997e012\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTM4NDUyMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"},{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2026-05-07 21:42:09 +0000 UTC\",\"review_id\":\"5794c8fcdb90e59c9832f7fb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"}],\"text\":\"No reviews exist for current instructors Bradley Bryant, Dane Leigh Gogoshin, DeAnza Williams, Jacqueline Brixey, or Rachel Erpelding. Historical reviews for Dorothea Salo are contradictory, with one student praising her balance and generosity while others criticize her for imposing personal beliefs and providing poor instruction.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2016-12-03 23:12:36 +0000 UTC\",\"review_id\":\"4919bad184eb2860218c3608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTI3MzIzNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"},{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2023-11-28 17:45:01 +0000 UTC\",\"review_id\":\"14f1910f62dc40715997e012\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTM4NDUyMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"},{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2026-05-07 21:42:09 +0000 UTC\",\"review_id\":\"5794c8fcdb90e59c9832f7fb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"}],\"text\":\"Reviews for historical instructor Dorothea Salo are polarized, with some praising the balance of coding and industry topics while others criticize her for imposing personal beliefs and providing poor instruction.\"},{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.81 GPA, 91.9% A/AB (n=99 letter grades); Fall 2025: 3.65 GPA, 86.1% A/AB (n=108 letter grades); Spring 2026: 3.70 GPA, 88.4% A/AB (n=198 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2016-12-03 23:12:36 +0000 UTC\",\"review_id\":\"4919bad184eb2860218c3608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTI3MzIzNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"},{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2023-11-28 17:45:01 +0000 UTC\",\"review_id\":\"14f1910f62dc40715997e012\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTM4NDUyMDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"},{\"instructor_name\":\"Dorothea Salo\",\"review_date\":\"2026-05-07 21:42:09 +0000 UTC\",\"review_id\":\"5794c8fcdb90e59c9832f7fb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2202393\",\"source_review_id\":\"UmF0aW5nLTQzMDY0NTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2202393\",\"type\":\"review\"}],\"text\":\"Historical reviews of Dorothea Salo: Experiences varied significantly, with some finding grading generous and topics interesting, while others reported berating, ignored accommodations, and outdated materials.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":26,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":46,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":22,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":23,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":24,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"BRADLEY BRYANT is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":14,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":15,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":17,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":12,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":13,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"DANE LEIGH GOGOSHIN is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":9,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"DEANZA WILLIAMS is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"LIS 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640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":17,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":8,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"DOROTHEA SALO is recorded teaching in Spring 2016, Fall 2016, Spring 2017, Spring 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":38,\"source_course_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"source_record\":{\"entity_id\":\"44440558-fa2b-3da0-a200-1f06b23081c5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"RACHEL ERPELDING is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]